{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ***Introduction to Radar Using Python and MATLAB***\n",
    "## Andy Harrison - Copyright (C) 2019 Artech House\n",
    "<br/>\n",
    "\n",
    "# Stepped Frequency Waveform\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Referring to Section 8.2, the stepped frequency technique is an example of interpulse compression.  For stepped frequency waveforms, each successive pulse is transmitted at a different center frequency, as shown in Figure 8.2.  The frequency of the *i*th pulse is given by (Equation 8.3)\n",
    "\n",
    "$$\n",
    "    f_i = f_0 + (i - 1)\\, \\Delta f \\hspace{0.5in} \\text{(Hz)},\n",
    "$$\n",
    "\n",
    "where $f_0$ is the carrier frequency, and $\\Delta f$ is the frequency step size between successive pulses. The instantaneous bandwidth of each transmitted pulse is approximately $1/\\tau$ Hz.  However, the effective bandwidth is much larger, and is written as (Equation 8.4)\n",
    "\n",
    "$$\n",
    "    B_{effective} = N \\Delta f \\hspace{0.5in} \\text{(Hz)},\n",
    "$$\n",
    "\n",
    "where $N$ is the number of pulses.  The spectrum of the stepped frequency waveform is illustrated in Figure 8.3.\n",
    "\n",
    "The range resolution for the stepped frequency waveform is then (Equation 8.5)\n",
    "\n",
    "$$\n",
    "    \\Delta r = \\left( \\frac{c}{2 N \\Delta f} \\right) \\hspace{0.5in} \\text{(m)}.\n",
    "$$\n",
    "\n",
    "The return signal is composed of the in-phase and quadrature components and may be expressed as $ s_i(t) = A_i(t)\\, e^{j\\phi_i(t)},$ where the phase is $\\phi_i(t) = 2 \\pi f_i \\, t_i$ radians. \n",
    "\n",
    "The overall baseband return signal then becomes (Equation 8.6)\n",
    "\n",
    "$$\n",
    "    s_i(t) = A_i(t)\\, \\exp\\left[ -j \\frac{4\\pi}{c}\\left(f_0 + (i - 1) \\Delta f\\right) \\left(r_0 + (i - 1)\\, v\\, T \\right) \\right].\n",
    "$$\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the number of steps, the frequency step (Hz), the pulse repetition frequency (Hz), the target range (m), the target velocity (m/s), and the target radar cross section (m^2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "number_of_steps = 64\n",
    "\n",
    "frequency_step = 50e3\n",
    "\n",
    "prf = 100\n",
    "\n",
    "target_range = [500.0, 1500.0, 2000.0]\n",
    "\n",
    "target_rcs = [1.0, 10.0, 100.0]\n",
    "\n",
    "target_velocity = [0.0, 0.0, 10.0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the window type (Kaiser, Blackman-Harris, Hanning, Hamming, or Rectangular)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "window_type = 'Hanning'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get the window coefficients using the routines from `scipy.signal.windows`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.signal.windows import hann, hamming, blackmanharris, kaiser \n",
    "    \n",
    "    \n",
    "if window_type == 'Kaiser':\n",
    "\n",
    "    coefficients = kaiser(number_of_steps, 6, True)\n",
    "\n",
    "elif window_type == 'Blackman-Harris':\n",
    "\n",
    "    coefficients = blackmanharris(number_of_steps, True)\n",
    "\n",
    "elif window_type == 'Hanning':\n",
    "\n",
    "    coefficients = hann(number_of_steps, True)\n",
    "\n",
    "elif window_type == 'Hamming':\n",
    "\n",
    "    coefficients = hamming(number_of_steps, True)\n",
    "\n",
    "elif window_type == 'Rectangular':\n",
    "\n",
    "    coefficients = ones(number_of_steps)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the baseband return signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import zeros, sqrt, exp, conj\n",
    "\n",
    "from scipy.constants import pi, c\n",
    "\n",
    "\n",
    "s = zeros(number_of_steps, dtype=complex)\n",
    "\n",
    "\n",
    "for rng, rcs, v in zip(target_range, target_rcs, target_velocity):\n",
    "\n",
    "    s += [sqrt(rcs) * exp(-1j * 4.0 * pi / c * (i * frequency_step) * (rng - v * (i / prf))) for i in range(number_of_steps)]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get the length for the iFFT using `next_fast_len` from `fftpack` and perform the inverse Fourier transform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.fftpack import ifft, next_fast_len\n",
    "\n",
    "n = next_fast_len(10 * number_of_steps)\n",
    "\n",
    "sf = ifft(s * coefficients, n) * float(n) / float(number_of_steps)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the unambiguous range and set up the range window using the `linspace` routine from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import linspace\n",
    "\n",
    "\n",
    "# range_resolution = c / (2.0 * number_of_steps * frequency_step)\n",
    "\n",
    "range_unambiguous = c / (2.0 * frequency_step)\n",
    "\n",
    "range_window = linspace(0, range_unambiguous, n)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the results of the stepped frequency waveform using the `matplotlib` routines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "from numpy import log10, finfo\n",
    "\n",
    "\n",
    "# Set the figure size\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (15, 10)\n",
    "\n",
    "\n",
    "\n",
    "# Create the line plot\n",
    "\n",
    "plt.plot(range_window, 20.0 * log10(abs(sf) + finfo(float).eps), '')\n",
    "\n",
    "\n",
    "\n",
    "# Set the x and y axis labels\n",
    "\n",
    "plt.xlabel(\"Range (m)\", size=12)\n",
    "\n",
    "plt.ylabel(\"Amplitude (dBsm)\", size=12)\n",
    "\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Stepped Frequency Range Profile', size=14)\n",
    "\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
